Adaptive identification system, adaptive identification device, and adaptive identification method

Abstract

An adaptive identification system, for identifying a propagation system characteristic by an adaptive filter, includes a signal generator that generates an identification input signal including a frequency component of an integer multiple of a fundamental frequency and having a periodicity satisfying a PE condition, a setting unit that sets moving average time to a fundamental period of the identification input signal, and an adaptive algorithm execution unit that uses a moving average value and a diagonal matrix to update a coefficient of the adaptive filter, the moving average value being obtained by calculating a moving average of a cross-correlation vector of a vector of the identification input signal and an observation signal with the moving average time, and the diagonal matrix being obtained by diagonalizing a matrix obtained by calculating a moving average of an autocorrelation matrix of the vector of the identification input signal with the moving average time.

What is claimed is: 
     
       1. An adaptive identification system for identifying a characteristic of a propagation system by use of an adaptive filter, the adaptive identification system comprising:
 a signal generator configured to generate an identification input signal including a frequency component that is an integer multiple of a fundamental frequency, the identification input signal having periodicity that is persistently exciting;
 a setting unit configured to set moving average time to a fundamental period of the fundamental frequency of the identification input signal; and 
 an adaptive algorithm execution unit configured to use a moving average value and a diagonal matrix to update a coefficient of the adaptive filter, the moving average value being obtained by calculating a moving average of a cross-correlation vector of a vector of the identification input signal and an observation signal with the moving average time, and the diagonal matrix being obtained by diagonalizing a matrix obtained by calculating a moving average of an autocorrelation matrix of the vector of the identification input signal with the moving average time. 
 
 
     
     
       2. The adaptive identification system as claimed in  claim 1 , wherein the signal generator generates the identification input signal including only the frequency component that is an integer multiple of the fundamental frequency. 
     
     
       3. The adaptive identification system as claimed in  claim 1 , wherein the identification input signal includes a plurality of said frequency components different from each other, the number of the plurality of frequency components corresponding to the number of taps of the adaptive filter. 
     
     
       4. The adaptive identification system as claimed in  claim 1 , wherein the identification input signal includes a plurality of said frequency components, phases of the plurality of frequency components being different from each other. 
     
     
       5. The adaptive identification system as claimed in  claim 1 , wherein the signal generator randomly changes phases of a plurality of said frequency components included in the identification input signal. 
     
     
       6. The adaptive identification system as claimed in  claim 1 , comprising
 a calculation unit configured to calculate the diagonal matrix in advance. 
 
     
     
       7. The adaptive identification system as claimed in  claim 1 , comprising
 a storage unit configured to store the diagonal matrix in advance. 
 
     
     
       8. The adaptive identification system as claimed in  claim 7 ,
 wherein the adaptive algorithm execution unit uses the moving average value and the diagonal matrix stored in the storage unit in advance to update the coefficient of the adaptive filter. 
 
     
     
       9. An adaptive identification device for identifying a characteristic of a propagation system by use of an adaptive filter, the adaptive identification device comprising:
 a signal generator configured to generate an identification input signal including a frequency component that is an integer multiple of a fundamental frequency, the identification input signal having periodicity that is persistently exciting;
 a setting unit configured to set moving average time to a fundamental period of the fundamental frequency of the identification input signal; and 
 an adaptive algorithm execution unit configured to use a moving average value and a diagonal matrix to update a coefficient of the adaptive filter, the moving average value being obtained by calculating a moving average of a cross-correlation vector of a vector of the identification input signal and an observation signal with the moving average time, and the diagonal matrix being obtained by diagonalizing a matrix obtained by calculating a moving average of an autocorrelation matrix of the vector of the identification input signal with the moving average time. 
 
 
     
     
       10. An adaptive identification method performed by an adaptive identification system for identifying a characteristic of a propagation system by use of an adaptive filter, the adaptive identification method comprising:
 generating an identification input signal including a frequency component that is an integer multiple of a fundamental frequency, the identification input signal having a periodicity that is persistently exciting;
 setting moving average time to a fundamental period of the fundamental frequency of the identification input signal; and 
 using a moving average value and a diagonal matrix to update a coefficient of the adaptive filter, the moving average value being obtained by calculating a moving average of a cross-correlation vector of a vector of the identification input signal and an observation signal with the moving average time, and the diagonal matrix being obtained by diagonalizing a matrix obtained by calculating a moving average of an autocorrelation matrix of the vector of the identification input signal with the moving average time.